{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Write a driver for hls ip\n",
    "给hls ip写一个上层驱动"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "\n",
       "require(['notebook/js/codecell'], function(codecell) {\n",
       "  codecell.CodeCell.options_default.highlight_modes[\n",
       "      'magic_text/x-csrc'] = {'reg':[/^%%microblaze/]};\n",
       "  Jupyter.notebook.events.one('kernel_ready.Kernel', function(){\n",
       "      Jupyter.notebook.get_cells().map(function(cell){\n",
       "          if (cell.cell_type == 'code'){ cell.auto_highlight(); } }) ;\n",
       "  });\n",
       "});\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from pynq import DefaultIP\n",
    "\n",
    "class SumDriver(DefaultIP):\n",
    "    def __init__(self, description):\n",
    "        super().__init__(description=description)\n",
    "    \n",
    "    bindto = ['xilinx.com:histogram::1.0']\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Import Overlay\n",
    "导入Overlay"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "\n",
       "require(['notebook/js/codecell'], function(codecell) {\n",
       "  codecell.CodeCell.options_default.highlight_modes[\n",
       "      'magic_text/x-csrc'] = {'reg':[/^%%microblaze/]};\n",
       "  Jupyter.notebook.events.one('kernel_ready.Kernel', function(){\n",
       "      Jupyter.notebook.get_cells().map(function(cell){\n",
       "          if (cell.cell_type == 'code'){ cell.auto_highlight(); } }) ;\n",
       "  });\n",
       "});\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pynq.lib.dma\n",
    "import numpy as np\n",
    "\n",
    "hisol = pynq.Overlay(\"histogram.bit\")\n",
    "\n",
    "# dma = overlay.const_multiply.multiply_dma\n",
    "# multiply = overlay.const_multiply.multiply\n",
    "\n",
    "dma = hisol.axi_dma_0\n",
    "# s = sumol.sum_0"
   ]
  },
  {
   "attachments": {
    "Diagram.JPG": {
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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![Diagram.JPG](attachment:Diagram.JPG)"
   ]
  },
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![Address%20Editor.JPG](attachment:Address%20Editor.JPG)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# The following is an example of a histogram\n",
    "以下为直方图实例"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![title](./data/histogram_introd.jpg)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 10  10  10  10  30  50 100 100   0   0   0   0   0   0   0   0   0   0\n",
      "   4   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "   0   0   0   0   1   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "   2   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      "[0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0\n",
      " 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
      " 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0\n",
      " 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
      " 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
      " 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0\n",
      " 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0]\n"
     ]
    }
   ],
   "source": [
    "from pynq import Xlnk\n",
    "\n",
    "xlnk = Xlnk()\n",
    "in_buffer = xlnk.cma_array(shape=(128,), dtype=np.uint32) \n",
    "# our input size is limited by IP core to be 8, and here the buffer size has to be greater than the greatest number in your input array\n",
    "out_buffer = xlnk.cma_array(shape=(264,), dtype=np.uint32)\n",
    "# our buffer size should be your output size+inputsize\n",
    "\n",
    "for i in range(0,4):\n",
    "    in_buffer[i] = 10;\n",
    "\n",
    "for j in range(4,5):\n",
    "    in_buffer[j] = 30;\n",
    "\n",
    "for j in range(5,6):\n",
    "    in_buffer[j] = 50;\n",
    "    \n",
    "for k in range(6,8):\n",
    "    in_buffer[k] = 100;\n",
    "\n",
    "    \n",
    "dma.sendchannel.transfer(in_buffer)\n",
    "dma.sendchannel.wait()\n",
    "dma.recvchannel.transfer(out_buffer)\n",
    "dma.recvchannel.wait()\n",
    "\n",
    "inputa = in_buffer[0:8]\n",
    "\n",
    "print(out_buffer)\n",
    "\n",
    "result = out_buffer[8:264]\n",
    "\n",
    "print(result)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# drawing\n",
    "画图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Container object of 3 artists>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xad88f910>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0xabd8e950>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pylab as py\n",
    "import scipy as scipy\n",
    "import matplotlib.pyplot as plt\n",
    "import scipy.fftpack\n",
    "import numpy.fft\n",
    "\n",
    "\n",
    "fig1 = plt.figure()\n",
    "ax1 = fig1.gca()\n",
    "plt.stem(inputa)\n",
    "\n",
    "fig2 = plt.figure()\n",
    "ax2 = fig2.gca()\n",
    "\n",
    "plt.stem(result)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
